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Calcium Channel Blockers as Drug Repurposing Candidates for Gestational Diabetes: Mining large scale genomic and electronic health records data to repurpose medications

机译:钙通道阻滞剂作为妊娠糖尿病药物的替代疗法:挖掘大规模的基因组和电子健康记录数据以重新利用药物

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摘要

New therapeutic approaches are needed for gestational diabetes mellitus (GDM), but must show safety and efficacy in a historically understudied population. We studied associations between electronic medical record (EMR) phenotypes and genetic variants to uncover drugs currently considered safe in pregnancy that could treat or prevent GDM.We identified 129 systemically active drugs considered safe in pregnancy targeting the proteins produced from 196 genes. We tested for associations between GDM and/or type 2 diabetes (DM2) and 306 SNPs in 130 genes represented on the Illumina Infinium Human Exome Bead Chip (DM2 was included due to shared pathophysiological features with GDM). In parallel, we tested the association between drugs and glucose tolerance during pregnancy as measured by the glucose recorded during a routine 50-gram glucose tolerance test (GTT).We found an association between GDM/DM2 and the genes targeted by 11 drug classes. In the EMR analysis, 6 drug classes were associated with changes in GTT. Two classes were identified in both analyses. L-type calcium channel blocking antihypertensives (CCBs), were associated with a 3.18mg/dL (95% CI −6.18 to −0.18) decrease in glucose during GTT, and Serotonin receptor type 3 (5HT-3) antagonist antinausea medications were associated with a 3.54mg/dL (95% CI 1.86 to 5.23) increase in glucose during GTT.CCBs were identified as a class of drugs considered safe in pregnancy could have efficacy in treating or preventing GDM. 5HT-3 antagonists may be associated with worse glucose tolerance.
机译:妊娠糖尿病(GDM)需要新的治疗方法,但必须在历史悠久的人群中显示出安全性和有效性。我们研究了电子病历(EMR)表型与遗传变异之间的关联,以发现目前可以治疗或预防GDM的目前在妊娠中安全的药物。我们鉴定了129种被认为在妊娠中安全的系统活性药物,这些药物针对196个基因产生的蛋白质。我们测试了Illumina Infinium人类外显子珠芯片(由于与GDM具有共同的病理生理特征而包括了DM2)中的130个基因中的GDM和/或2型糖尿病(DM2)与306个SNP之间的关联。同时,我们通过常规的50克葡萄糖耐量测试(GTT)中记录的葡萄糖测试了药物与妊娠期葡萄糖耐量之间的关联,发现GDM / DM2与11种药物靶向的基因之间的关联。在EMR分析中,有6种药物类别与GTT的变化有关。在两个分析中都确定了两个类别。 L型钙通道阻滞降压药(CCBs)与GTT期间的血糖降低3.18mg / dL(95%CI -6.18至-0.18)相关,并且与3型血清素受体3(5HT-3)拮抗剂抗恶心药物相关在GTT期间血糖增加3.54mg / dL(95%CI 1.86至5.23)。CCB被确定为一类认为在妊娠中安全的药物,可以有效治疗或预防GDM。 5HT-3拮抗剂可能与较差的葡萄糖耐量有关。

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